DocumentCode :
2747966
Title :
Optimal number of replicas in data grid environment
Author :
Mansouri, Vasser ; Garmehi, Mehran ; Sargolzaei, Mahdi ; Shadi, Mahdieh
Author_Institution :
Dept. of Comput. Eng., Ferdowsi Univ. of Mashhad, Mashhad
fYear :
2008
fDate :
21-22 Oct. 2008
Firstpage :
96
Lastpage :
101
Abstract :
Data replication is a promising technique to increase access to performance and data availability in data grid (DG) systems. Current work on data replication in grid systems focuses on infrastructure for replication, and mechanisms for creating or deleting replicas. The problem to determine minimum number of replicas as well as their locations in DG has not been studied, well enough. In this paper, we propose an algorithm formulated by using dynamic programming-based algorithm to find optimal number of replicas (ONR) of a dataset over DG systems, so that the read cost (i.e. transferring object over the data grid systems to the end-user) and the cost of storage (i.e. site building cost) can be minimized. We have also proposed a sketch of the proof for our algorithm and its integrity.
Keywords :
dynamic programming; grid computing; replicated databases; data availability; data grid; data replication; dynamic programming; grid system; optimal number of replicas; Application software; Availability; Computer applications; Cost function; Data engineering; Distributed computing; Genomics; Grid computing; Hardware; Heuristic algorithms; Communication and Storage Cost; Data Grid; Optimal Number of Replicas; Replication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Distributed Framework and Applications, 2008. DFmA 2008. First International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-4244-2312-5
Electronic_ISBN :
978-1-4244-2313-2
Type :
conf
DOI :
10.1109/ICDFMA.2008.4784420
Filename :
4784420
Link To Document :
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